# AI Presence

AI Presence is an AI visibility audit + improvement system that shows what major answer engines infer about a brand, backs findings with public evidence where possible, compares competitors, and provides a prioritized plan to improve how consistently a brand is represented and recommended.

## Site
- Canonical domain: https://aipresence.app
- Sitemap: https://aipresence.app/sitemap.xml
- Full AI assistant context: https://aipresence.app/llms-full.txt

## Primary public pages
- Home / Free visibility assessment: https://aipresence.app/
- Free landing page (FB ads): https://aipresence.app/free
- Pricing: https://aipresence.app/pricing
- How It Works: https://aipresence.app/how-it-works
- Methodology: https://aipresence.app/methodology
- Release notes (v1.0.0 launch): https://aipresence.app/release-notes
- FAQ: https://aipresence.app/canonical-faq
- Articles: https://aipresence.app/articles
- Article archive (older posts): https://aipresence.app/articles/archive
- What AI Visibility Is (And Why It's Different From Search Visibility): https://aipresence.app/articles/what-ai-visibility-is
- AI Visibility Is Not Prompt Engineering: https://aipresence.app/articles/ai-visibility-not-prompt-engineering
- SEO Visibility Systems Are Emerging. We Call It AI Visibility Infrastructure: https://aipresence.app/articles/ai-visibility-infrastructure
- The New York Times Is Right: Chatbots Are the New Influencers - What Brands Are Missing: https://aipresence.app/articles/chatbots-new-influencers-brands-missing
- AI Has Become Infrastructure, and Brands Need a Monitoring Layer: https://aipresence.app/articles/ai-infrastructure-monitoring-layer
- Why AI Recommendations Are Inconsistent - How Brands Build Stability: https://aipresence.app/articles/ai-recommendations-inconsistent-build-stability
- What ChatGPT Cites (and How to Make Your Pages Citation-Ready): https://aipresence.app/articles/what-chatgpt-cites-citation-ready
- The Evidence Gap Problem: Why AI Can Repeat Falsehoods (and How Brands Harden Truth): https://aipresence.app/articles/evidence-gap-problem-brands-harden-truth
- AI Search KPIs: Focus on Inclusion, Not Position: https://aipresence.app/articles/ai-search-kpis-inclusion-not-position
- ChatGPT Traffic Converts Better - But You're Measuring It Wrong: https://aipresence.app/articles/chatgpt-traffic-converts-better-measuring-wrong
- "AI Presence" Is Becoming a Category, and That Changes Everything: https://aipresence.app/articles/ai-presence-becoming-category-changes-everything
- AI Visibility Isn't Copywriting (And "Rewrite Your Copy" Isn't Enough): https://aipresence.app/articles/ai-visibility-not-copywriting
- Citation Readiness Is Infrastructure, Not a Writing Trick: https://aipresence.app/articles/citation-readiness-infrastructure-not-writing-trick
- The Corroboration Layer: Why AI Trusts Repeated Truth More Than Claimed Truth: https://aipresence.app/articles/corroboration-layer-repeated-truth-confirmed-truth
- What Makes a Page Extractable by AI: https://aipresence.app/articles/what-makes-page-extractable-ai
- What Makes a Mention Actually Useful for AI Visibility: https://aipresence.app/articles/what-makes-mention-useful-ai-visibility
- 7 Places Your Core Facts Should Match Exactly: https://aipresence.app/articles/seven-places-core-facts-should-match-exactly
- Machine-Readable Content Is Not Enough, AI Still Needs Trust Signals: https://aipresence.app/articles/machine-readable-content-not-enough-ai-trust-signals
- Why Vague Sentences Die in AI Retrieval: https://aipresence.app/articles/why-vague-sentences-die-ai-retrieval
- The Grounding Budget Problem: You Are Competing for a Tiny Slice of AI Attention: https://aipresence.app/articles/grounding-budget-problem-tiny-slice-ai-attention
- The Best FAQs Don't Start With SEO Questions, They Start With Customer Questions: https://aipresence.app/articles/faqs-customer-questions-not-seo-first
- Inconsistent Answers Confuse People First, Then AI: https://aipresence.app/articles/inconsistent-answers-confuse-people-then-ai
- Your Next Visitor Isn't Human, And That Changes Everything: https://aipresence.app/articles/your-next-visitor-isnt-human-changes-everything
- Robots.txt & AI Crawlers: A Business Policy Decision, Not Just a Technical File: https://aipresence.app/articles/robots-txt-ai-crawlers-business-policy
- The llms.txt File: Give AI Systems a Map, Not a Mystery: https://aipresence.app/articles/llms-txt-give-ai-systems-a-map
- Structured Data for AI: Remove Ambiguity Before You Ask for Trust: https://aipresence.app/articles/structured-data-ai-remove-ambiguity
- The Pricing Page Is a Comparison Input for AI (Not Just Checkout): https://aipresence.app/articles/pricing-page-ai-comparison-input
- Release Notes Are a Truth Surface for AI (Not Just Internal Chatter): https://aipresence.app/articles/release-notes-ai-truth-surface
- BBC Just Confirmed What Smart Brands See: AI Search Is a Visibility Battleground: https://aipresence.app/articles/bbc-ai-search-visibility-battleground
- The Three AI Visibility Breakpoints Your Web Analytics Won't Show You: https://aipresence.app/articles/ai-visibility-three-breakpoints-before-analytics
- Five Questions to Ask Before You "Fix" Content for AI: https://aipresence.app/articles/five-questions-before-fixing-content-for-ai
- The Integrations Page Is an AI Classification Input (Not Just a Logo Wall): https://aipresence.app/articles/integrations-page-ai-classification-input
- Trust Pages Are AI Inputs Too: SOC 2, Privacy, and the Compliance Layer: https://aipresence.app/articles/trust-pages-compliance-ai-trust-inputs
- Your Docs Site Is AI Visibility Fuel (Not Just a Support Cost): https://aipresence.app/articles/documentation-help-center-ai-visibility-fuel
- Case Study Pages Are a Corroboration Engine (Not Just Win-Loss Theater): https://aipresence.app/articles/case-study-pages-ai-corroboration-engine
- Comparison Pages Are Truth Infrastructure for AI (Not Just Conversion Assets): https://aipresence.app/articles/comparison-pages-truth-infrastructure-ai
- Your Status Page Is an Operational Truth Surface for AI (Not Just Uptime Theater): https://aipresence.app/articles/status-page-operational-truth-ai
- Your Careers Page Is an Entity Signal for AI (Not Just a Hiring Funnel): https://aipresence.app/articles/careers-page-entity-signal-ai
- Your Press Page Is a Fact Pack for AI (Not Just Media Downloads): https://aipresence.app/articles/press-newsroom-ai-fact-pack
- A Definitions Hub Is a Classification Shortcut for AI (Not Just a Glossary Page): https://aipresence.app/articles/definitions-glossary-hub-ai-classification
- Your Partner Program Page Is a Scope Signal for AI (Not Just a Recruiting Form): https://aipresence.app/articles/partner-program-page-ai-scope-signal
- Your Events and Webinar Pages Are Dated Truth Anchors for AI (Not Just Demand Gen): https://aipresence.app/articles/events-webinars-pages-dated-truth-ai
- Your Public API and Developer Surface Is a Hard Truth Layer for AI (Not Just Ergonomics): https://aipresence.app/articles/public-api-developer-surface-ai-truth-layer
- Your Resources Hub Is an Implementation Truth Layer for AI (Not Just a Download Drawer): https://aipresence.app/articles/resources-hub-implementation-truth-ai
- Off-Site Profiles Are Truth Surfaces Too: G2, LinkedIn, and Directory Listings: https://aipresence.app/articles/off-site-profiles-g2-linkedin-directories-ai
- Terms and Legal Pages Are Boundary Signals for AI (Not Just Risk Boilerplate): https://aipresence.app/articles/terms-legal-pages-boundary-signals-ai
- Leadership and Team Pages Are Entity Corroboration for AI (Not Just Culture Marketing): https://aipresence.app/articles/leadership-team-bios-entity-corroboration-ai
- Your Contact Page Is a Disambiguation Signal for AI (Not Just a Form): https://aipresence.app/articles/contact-support-routing-disambiguation-ai
- Your Roadmap Page Is Forward-Dated Truth for AI (Handle Promises Like Release Notes): https://aipresence.app/articles/roadmap-page-forward-dated-truth-ai
- The Site Truth Surfaces Map: Every Page Type That Teaches AI Who You Are: https://aipresence.app/articles/site-truth-surfaces-map-ai-visibility
- Volatility and Stability: When to Trust a Single AI Audit (and When to Re-Run): https://aipresence.app/articles/volatility-stability-when-trust-single-ai-audit
- Competitive Benchmarking in AI Answers: Share-of-Answer Without Fake Precision: https://aipresence.app/articles/competitive-benchmarking-share-of-answer-ai
- The Citation-Ready Page Blueprint (Template + Examples): https://aipresence.app/articles/citation-ready-page-blueprint
- AI Visibility Starts Before Recommendation: https://aipresence.app/articles/ai-visibility-starts-before-recommendation
- The Weekly AI Visibility Review: What to Check Every Friday: https://aipresence.app/articles/weekly-ai-visibility-review-what-to-check-friday
- How to Build a Canonical FAQ That Reduces AI Guesswork: https://aipresence.app/articles/canonical-faq-reduces-ai-guesswork
- How to Write an Entity Home Page AI Can Actually Understand: https://aipresence.app/articles/entity-home-page-ai-can-understand
- The Truth-Hardening Stack: 5 Truth Anchors That Stabilize What AI Says About You: https://aipresence.app/articles/truth-hardening-stack-five-truth-anchors
- The AI Inclusion Dashboard: How to Measure Inclusion + Accuracy + Stability Weekly: https://aipresence.app/articles/ai-inclusion-dashboard-measure-inclusion-accuracy-stability-weekly
- HBR Just Confirmed the Shift: Optimize for AI Recall, Not Clicks: https://aipresence.app/articles/hbr-ai-recall-not-clicks
- Named Frameworks + Original Data: The Fastest Way to Build AI Recall: https://aipresence.app/articles/named-frameworks-original-data-ai-recall
- Prompt Proxies vs Prompt Truth: Why AI Prompt Mapping Gets Misunderstood: https://aipresence.app/articles/prompt-proxies-vs-prompt-truth
- AI Recommendations Are Confidence Decisions: https://aipresence.app/articles/ai-recommendations-are-confidence-decisions
- Resources: https://aipresence.app/resources
- About: https://aipresence.app/about
- Press Hub: https://aipresence.app/press
- Press Release: https://aipresence.app/press-release
- Future of Visibility (Article): https://aipresence.app/future-of-visibility
- Contact: https://aipresence.app/contact

## Learning (metrics)
- Entity Clarity: https://aipresence.app/learn/metrics/entity-clarity
- Reputation: https://aipresence.app/learn/metrics/reputation
- Directory Presence: https://aipresence.app/learn/metrics/directory-presence
- Content Coverage: https://aipresence.app/learn/metrics/content-coverage
- Structured Signals: https://aipresence.app/learn/metrics/structured-signals
- Mentions & Social: https://aipresence.app/learn/metrics/mentions-social

## Policies
- Privacy: https://aipresence.app/privacy
- Terms: https://aipresence.app/terms